# Shopify Products Scraper (`automly/shopify-products-scraper`) Actor

Scrape public Shopify store catalogs into flat product records — title, price range, variants, images, availability, and timestamps — from any store's public products.json and collection endpoints. Built for price monitoring, catalog research, and AI/LLM pipelines.

- **URL**: https://apify.com/automly/shopify-products-scraper.md
- **Developed by:** [Automly](https://apify.com/automly) (community)
- **Categories:** E-commerce, AI
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.55 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## Shopify Products Scraper — Prices, Variants, Images & Stock 🛍️

**Scrape any public Shopify store's full product catalog** — titles, prices, variants, SKUs, images, availability, tags, and timestamps — as clean, flat **JSON or CSV**. No API key, no login, no Shopify app. Point it at one or more store URLs and get a structured product dataset ready for **price monitoring, competitor analysis, catalog research, and AI/LLM pipelines**.

### What does Shopify Products Scraper do?

Give it any Shopify store URL (or a specific collection) and it returns every product as one clean row. It reads the store's **public** storefront data directly — so you get complete, accurate fields without scraping rendered HTML or fighting a browser.

- Scrape **all products** from a Shopify store
- Scrape a specific **collection** (e.g. `mens-shoes`)
- Get **full variants** — price, compare-at price, SKU, options, per-variant stock
- Get **all product images**
- **Filter** by price range and in-stock availability, server-side
- Scrape **many stores** in one run
- Export to **JSON, CSV, Excel, or XML**

### How to scrape Shopify products without the API

Shopify's official API needs a custom app, OAuth, and store permission you don't have for stores you don't own. This actor skips all of that — it reads each store's **public** `products.json` and collection endpoints, the same data the storefront serves to anyone. **No API key, no login, no access token.**

If a store has disabled its public JSON, the actor automatically **falls back to the XML product sitemap** and per-product JSON — so it keeps working on stores where simpler scrapers return nothing.

### What data can you extract from a Shopify store?

Each product record includes:

| Field | Description |
|-------|-------------|
| `title`, `handle`, `productUrl` | Product name, slug, and canonical URL |
| `productId` | Shopify numeric product id |
| `vendor`, `productType`, `tags` | Brand, type, and tags |
| `priceMin` / `priceMax` | Lowest / highest variant price (real decimals — **not** ×100) |
| `compareAtPriceMin` | Original price when the product is on sale |
| `currency` | Store currency code (e.g. `USD`) |
| `available` | `true` when at least one variant is in stock |
| `variantCount`, `variants` | Per-variant id, title, SKU, price, compare-at, options, stock |
| `imageUrls` | All product image URLs |
| `createdAt`, `updatedAt`, `scrapedAt` | Product create/update + scrape timestamps |

### Shopify scraping use cases

- **Price monitoring** — track competitor prices and discounts across stores
- **Competitor analysis** — compare catalogs, variants, vendors, and tags
- **Catalog research & enrichment** — build product datasets for your own apps
- **Inventory tracking** — watch stock status and new product launches
- **Market research** — see how brands structure products, pricing, and metadata
- **AI / LLM pipelines** — feed clean product data into search, RAG, or agents

### How to scrape a Shopify store

1. Click **Try for free**.
2. Add one or more **Store URLs** (a bare domain like `allbirds.com`, the home page, or any product/collection URL — only the store origin is used).
3. (Optional) Add **collection** handles/URLs to scrape just those.
4. Set **Max products per store**, and optional **price** / **in-stock** filters.
5. Click **Start**. Download the results as JSON, CSV, or Excel, or pull them via the API.

#### Example input

```json
{
  "storeUrls": ["https://www.allbirds.com", "https://www.kith.com"],
  "collections": [],
  "maxProductsPerStore": 500,
  "includeVariants": true,
  "includeImages": true,
  "onlyAvailable": true,
  "minPrice": 20,
  "useApifyProxy": true
}
````

### Input parameters

| Field | Type | Description |
|-------|------|-------------|
| `storeUrls` | array (required) | Shopify store URLs. Bare domain, home page, or any product/collection URL. |
| `collections` | array | Optional collection handles or URLs. Scrapes only these, on every store. |
| `maxProductsPerStore` | integer | Max products per store, after filtering. Default `1000`. |
| `includeVariants` | boolean | Include the full variant list. Default `true`. |
| `includeImages` | boolean | Include image URLs. Default `true`. |
| `onlyAvailable` | boolean | Skip products with no in-stock variant. Default `false`. |
| `minPrice` / `maxPrice` | integer | Keep products whose lowest price is within this range. |
| `useApifyProxy` | boolean | Route through Apify Proxy. Default `true`. |
| `proxyGroups` | array | Specific proxy groups (e.g. `RESIDENTIAL`). |

### Output example

```json
{
  "storeUrl": "https://www.allbirds.com",
  "productId": 123456789,
  "title": "Wool Runner",
  "handle": "wool-runner",
  "productUrl": "https://www.allbirds.com/products/wool-runner",
  "vendor": "Allbirds",
  "productType": "Shoes",
  "tags": ["wool", "mens"],
  "priceMin": 98.0,
  "priceMax": 102.5,
  "compareAtPriceMin": 110.0,
  "currency": "USD",
  "available": true,
  "variantCount": 2,
  "variants": [
    { "variantId": 2, "title": "9 / Grey", "sku": "WR-9-GRY", "price": 102.5, "compareAtPrice": 110.0, "available": true, "options": ["9", "Grey"] }
  ],
  "imageUrls": ["https://cdn.shopify.com/a.jpg"],
  "createdAt": "2025-01-01T10:00:00-08:00",
  "updatedAt": "2026-06-01T10:00:00-07:00",
  "scrapedAt": "2026-06-20T12:00:00Z"
}
```

### Why this Shopify scraper

- **Clean prices** — real decimal values (`98.00`), not raw integers multiplied by 100 that you have to divide yourself.
- **Robust** — automatic XML sitemap fallback when a store disables `products.json`, so it works where lighter scrapers fail.
- **Built-in filters** — price range and in-stock filtering happen server-side, so your dataset only contains the products you asked for.
- **Multi-store** — scrape a whole list of competitors in a single run.
- **No API key, no login** — just URLs in, structured data out.

### How much does it cost to scrape Shopify?

The actor reads Shopify's bulk `products.json` (up to 250 products per request), so it's fast and cheap — most of the cost is a small amount of Apify platform compute. Start with the free trial to measure the exact cost for your volume, then scale up.

### How do I know if a website is built on Shopify?

Visit `https://thestore.com/admin`. If you land on a **Shopify login page**, the store runs on Shopify and this actor can scrape it. You can also append `/products.json` to the store URL — if it returns product JSON, you're good.

### FAQ

**Do I need a Shopify API key or app?**
No. The actor reads each store's public storefront data — no API key, no OAuth, no app install.

**Can I scrape a single collection instead of the whole store?**
Yes. Add the collection handle (`mens-shoes`) or full collection URL to `collections`.

**Why are the prices "clean" and not multiplied by 100?**
We return real decimal prices (`19.99`). Some scrapers return Shopify's raw integer cents (`1999`) and leave you to divide — this one doesn't.

**What if a store disabled its `products.json`?**
The actor automatically falls back to the store's XML product sitemap and per-product JSON. If every public endpoint is blocked, it returns nothing for that store.

**Can I scrape many stores at once?**
Yes — pass a list of store URLs and they're all scraped in one run.

**What export formats are supported?**
JSON, CSV, Excel, and XML — from the Storage tab or the Apify API.

**Can I monitor prices on a schedule?**
Yes. Schedule the actor in the Apify Console to re-run on an interval and diff the results.

### Related actors

Pair this with other e-commerce and web scrapers in the Apify Store to combine Shopify catalog data with marketplaces, reviews, and competitor sources.

# Actor input Schema

## `storeUrls` (type: `array`):

Public Shopify store URLs to scrape (one per line). Accepts a bare domain (allbirds.com), the store home page, or any product/collection URL — only the store origin is used. Each store's public products.json (and collection endpoints, if set) is read.

## `collections` (type: `array`):

Optional. Collection handles or collection URLs to scrape instead of the whole catalog (for example: mens-shoes, or https://www.allbirds.com/collections/mens-shoes). When set, only products in these collections are fetched, applied to every store. Leave empty to scrape all products.

## `maxProductsPerStore` (type: `integer`):

Maximum number of products to collect from each store (after filtering). Use a small number for quick tests and a larger one for a full catalog export.

## `includeVariants` (type: `boolean`):

When enabled, each product record includes the full list of variants (price, compare-at price, SKU, options, availability). Disable for a lighter record with only the aggregate price range.

## `includeImages` (type: `boolean`):

When enabled, each product record includes the list of product image URLs. Disable to omit image URLs.

## `onlyAvailable` (type: `boolean`):

When enabled, products with no purchasable (in-stock) variant are skipped.

## `minPrice` (type: `integer`):

Optional. Only keep products whose lowest variant price is at least this value (in the store's currency). Leave empty for no lower bound.

## `maxPrice` (type: `integer`):

Optional. Only keep products whose lowest variant price is at most this value (in the store's currency). Leave empty for no upper bound.

## `useApifyProxy` (type: `boolean`):

Route requests through Apify Proxy. Recommended — it reduces the chance of being rate-limited by a store. Disable to connect directly.

## `proxyGroups` (type: `array`):

Optional. Specific Apify Proxy groups to use (for example: RESIDENTIAL). Leave empty to use the default datacenter proxy. Only applies when 'Use Apify Proxy' is enabled.

## Actor input object example

```json
{
  "storeUrls": [
    "https://www.allbirds.com"
  ],
  "maxProductsPerStore": 1000,
  "includeVariants": true,
  "includeImages": true,
  "onlyAvailable": false,
  "useApifyProxy": true
}
```

# Actor output Schema

## `results` (type: `string`):

All product records produced by this run.

## `overview` (type: `string`):

Dataset presented using the overview view.

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "storeUrls": [
        "https://www.allbirds.com"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("automly/shopify-products-scraper").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "storeUrls": ["https://www.allbirds.com"] }

# Run the Actor and wait for it to finish
run = client.actor("automly/shopify-products-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "storeUrls": [
    "https://www.allbirds.com"
  ]
}' |
apify call automly/shopify-products-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=automly/shopify-products-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Shopify Products Scraper",
        "description": "Scrape public Shopify store catalogs into flat product records — title, price range, variants, images, availability, and timestamps — from any store's public products.json and collection endpoints. Built for price monitoring, catalog research, and AI/LLM pipelines.",
        "version": "1.0",
        "x-build-id": "CXFQKSo8Xua0nuumm"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/automly~shopify-products-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-automly-shopify-products-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/automly~shopify-products-scraper/runs": {
            "post": {
                "operationId": "runs-sync-automly-shopify-products-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/automly~shopify-products-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-automly-shopify-products-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "storeUrls"
                ],
                "properties": {
                    "storeUrls": {
                        "title": "Store URLs",
                        "type": "array",
                        "description": "Public Shopify store URLs to scrape (one per line). Accepts a bare domain (allbirds.com), the store home page, or any product/collection URL — only the store origin is used. Each store's public products.json (and collection endpoints, if set) is read.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "collections": {
                        "title": "Collections (optional)",
                        "type": "array",
                        "description": "Optional. Collection handles or collection URLs to scrape instead of the whole catalog (for example: mens-shoes, or https://www.allbirds.com/collections/mens-shoes). When set, only products in these collections are fetched, applied to every store. Leave empty to scrape all products.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxProductsPerStore": {
                        "title": "Max products per store",
                        "minimum": 1,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Maximum number of products to collect from each store (after filtering). Use a small number for quick tests and a larger one for a full catalog export.",
                        "default": 1000
                    },
                    "includeVariants": {
                        "title": "Include variants",
                        "type": "boolean",
                        "description": "When enabled, each product record includes the full list of variants (price, compare-at price, SKU, options, availability). Disable for a lighter record with only the aggregate price range.",
                        "default": true
                    },
                    "includeImages": {
                        "title": "Include images",
                        "type": "boolean",
                        "description": "When enabled, each product record includes the list of product image URLs. Disable to omit image URLs.",
                        "default": true
                    },
                    "onlyAvailable": {
                        "title": "Only available products",
                        "type": "boolean",
                        "description": "When enabled, products with no purchasable (in-stock) variant are skipped.",
                        "default": false
                    },
                    "minPrice": {
                        "title": "Minimum price",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Optional. Only keep products whose lowest variant price is at least this value (in the store's currency). Leave empty for no lower bound."
                    },
                    "maxPrice": {
                        "title": "Maximum price",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Optional. Only keep products whose lowest variant price is at most this value (in the store's currency). Leave empty for no upper bound."
                    },
                    "useApifyProxy": {
                        "title": "Use Apify Proxy",
                        "type": "boolean",
                        "description": "Route requests through Apify Proxy. Recommended — it reduces the chance of being rate-limited by a store. Disable to connect directly.",
                        "default": true
                    },
                    "proxyGroups": {
                        "title": "Proxy groups (optional)",
                        "type": "array",
                        "description": "Optional. Specific Apify Proxy groups to use (for example: RESIDENTIAL). Leave empty to use the default datacenter proxy. Only applies when 'Use Apify Proxy' is enabled.",
                        "items": {
                            "type": "string"
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
